{"id":"W4411914739","doi":"10.1111/codi.70150","title":"Impact of rectal cancer multidisciplinary conferences on patient care plans","year":2025,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Stage (stratigraphy); Colorectal cancer; Multidisciplinary approach; Medical diagnosis; Cancer; General surgery; Surgery; Internal medicine; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000248033,0.0001461521,0.0002452458,0.0000990268,0.00007139851,0.000009485377,0.00008511545,0.0000506051,0.0001587135],"category_scores_gemma":[0.0001072782,0.0001092178,0.0002128965,0.0002133974,0.00009559122,0.00004493656,0.00005722619,0.0001158063,0.000007470889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026983,"about_ca_system_score_gemma":0.001201298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008048816,"about_ca_topic_score_gemma":0.0001726665,"domain_scores_codex":[0.9990981,0.0000291487,0.0001901637,0.0002439216,0.0002356363,0.000202988],"domain_scores_gemma":[0.9993118,0.00004961044,0.00006266672,0.0001665954,0.0001784168,0.0002309295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008423768,0.000189122,0.9703727,0.0001524163,0.0001197011,0.0001102738,0.0007209294,0.0002827459,0.001168506,0.0001519247,0.001384165,0.01692378],"study_design_scores_gemma":[0.0008020548,0.001975589,0.9935533,0.0007881093,0.0001423026,0.000001320872,0.0009044896,0.0003655412,0.001231334,0.00006185609,0.00006771161,0.0001063741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877663,0.001449476,0.000004367372,0.0001226214,0.0002097799,0.0003998027,0.0005221281,0.00003679667,0.009488733],"genre_scores_gemma":[0.999538,0.00005696922,0.00001961852,0.000101998,0.00004154135,0.00007925433,0.00008455387,0.000006939112,0.00007110219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02318065,"threshold_uncertainty_score":0.4453772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888054643141226,"score_gpt":0.3845751181377955,"score_spread":0.3456945717063833,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}